Arlindo OliveiraFacultymachine learning · bioinformatics · computational biologyLinkedInORCIDCiencia VitaeDBLPPublications1991Learning Concepts by Synthesizing Minimal Threshold Gate NetworksArlindo L. Oliveira, Alberto Sangiovanni‐VincentelliElsevier eBooks book ‹1…910›226–226 of 226Dissertations supervisedText Segmentation by TextTiling with Modern Neural Retrieval ModelsSupervised by Bruno Martins, Arlindo L. OliveiraOpen for application MScSign Language Recognition with Large Vision-and-Language ModelsSupervised by Bruno Martins, Arlindo L. OliveiraOpen for application MScImproving Medical Image Segmentation through Human Feedback and Reward ModelingSupervised by Arlindo L. OliveiraOpen for application MScAI-Driven Pulmonary Function Analysis for Respiratory ScreeningSupervised by Arlindo L. OliveiraOpen for application MSc"Agentification" in a Manufacturing ContextSupervised by Arlindo L. OliveiraOpen for application MScOptimization Model for Biomass Plant ControlSupervised by Arlindo L. OliveiraOpen for application MScAdaptive Early Vision Networks: Learning Biologically Constrained Front-Ends for Robust Visual RecognitionSupervised by Arlindo L. Oliveira, Tiago MarquesOpen for application MScMulti-Modal Autoencoder Framework for Predicting Plasma Proteome from Genomic Data Using AlphaGenomeSupervised by Arlindo L. Oliveira, Inês DuarteOpen for application MScEnhancing Fine-Grained Perceptual Understanding of Scientific Graphs in Vision Language ModelsSupervised by Arlindo L. Oliveira, Hélder DiasOpen for application MScGeneration of New Scientific Knowledge using LLMsSupervised by Arlindo L. Oliveira, Vitória CruzOpen for application MScImproving Retrieval Augmented Generation using LLMsSupervised by Arlindo L. OliveiraOpen for application MScMultimodal Document Representation LearningSupervised by Arlindo L. OliveiraOpen for application MScDeep neural network architectures for dual process computationJoão Meneses SantosSupervised by Arlindo L. Oliveira, Bruno MartinsOngoing MScAssessing Large Language Models for information verification in PortugueseLuís CâmaraSupervised by Arlindo L. Oliveira, Nuno CardosoOngoing MScHandling Portuguese Varieties with Pre-Trained Language ModelsRodrigo LaiaSupervised by Bruno Martins, Arlindo L. OliveiraOngoing MScReasoning in Large Language Models and the Dual-Process Theory of CognitionAdrian GraurSupervised by Arlindo L. OliveiraOngoing MScAn Intelligent Software Agent for Personalized TutoringNatan GloehSupervised by Arlindo L. OliveiraOngoing MScDeveloping a Sense of Humour in Large Language ModelsDuarte SousaSupervised by Arlindo L. OliveiraOngoing MScUnmixing mass spectra using machine learning for species identificationVasco PaisanaSupervised by Arlindo L. OliveiraOngoing MScPredicting Frequency and Claims of Health Insurance with Machine Learning techniquesPedro Octávio Couto GonçalvesSupervised by Arlindo L. Oliveira, Luís Miguel Veiga Vaz Caldas de Oliveira.Finished MScWeatherIST - iOS application for detailed weather prevision in Continental PortugalTiago João Alves DuarteSupervised by Arlindo L. OliveiraFinished MScImputation Techniques for Clinical Data of Ischemic Stroke PatientsFilipa de Matos MarquesSupervised by Arlindo L. Oliveira, Alexandre Paulo Lourenço Francisco.Finished MScApplying Deep Learning to Medical ImagesRicardo Jorge da Silva DinizSupervised by Arlindo L. Oliveira, Mário Alexandre Teles de Figueiredo.Finished MScAutomated Assessment of Coronary Artery Stenosis in X-ray Angiography using Deep Neural NetworksDinis Lourenço Tavares RodriguesSupervised by Arlindo L. Oliveira, Mário Alexandre Teles de Figueiredo.Finished MScDeep Convolutional Encoder-Decoder Architectures for Clinically Relevant Coronary Artery SegmentationJoão Lourenço Coelho da SilvaSupervised by Arlindo L. Oliveira, Mário Alexandre Teles de Figueiredo.Finished MScPathological Analysis of Tissues using Deep Neural NetworksXavier Abreu DiasSupervised by Arlindo L. Oliveira, João Cassis.Finished MScModelling and Inference of Gene Regulatory NetworksJosé Miguel Ranhada Vellez CaldasSupervised by Arlindo L. OliveiraFinished MScBiological Data Processing Using Grid TechnologiesSérgio Mendes CostaSupervised by Arlindo L. OliveiraFinished MScAutomatic Annotation of Unstructured Fields in Medical DatabasesMargarida Andreia Rosa CorreiaSupervised by Arlindo L. Oliveira, Maria Luísa Torres Ribeiro Marques da Silva Coheur.Finished MScMyWatson: A system for interactive acess of personal recordsPedro Miguel dos Santos DuarteSupervised by Arlindo L. OliveiraFinished MScApplication of Deep Learning Techniques to the Diagnosis of Medical ImagesPedro Miguel Carreto VazSupervised by Arlindo L. OliveiraFinished MScCombining off and on-policy training in Deep ReinforcementAlexandre João Gomes BorgesSupervised by Arlindo L. OliveiraFinished MScEvaluating generalization in Deep Reinforcement Learning with Procedural Generated EnvironmentsMiguel Borges FreireSupervised by Arlindo L. OliveiraFinished MScUsing Knowledge Graphs to model Digital FootprintsAndré Carlos Ruano Andrade CavalheiroSupervised by Arlindo L. OliveiraFinished MScImproving the Performance of Deep Neural Networks in Vision Tasks with Attention Mechanisms.Rafael Gamanho PedroSupervised by Arlindo L. OliveiraFinished MScA Modular Architecture for Model-Based Deep Reinforcement LearningTiago João Gaspar Ribeiro de OliveiraSupervised by Arlindo L. OliveiraFinished MScUsing a Siamese Network to Accurately Detect Ischemic Stroke in Computed Tomography ScansBeatriz VieiraSupervised by Arlindo L. Oliveira, Catarina FonsecaFinished MScOld photo and image restoration using deep learning techniquesJosé PereiraSupervised by Arlindo L. OliveiraFinished MScNeural Models for Generating Clinically Accurate Chest X-Ray ReportsAndré LeiteSupervised by Arlindo L. Oliveira, Bruno MartinsFinished MScPretraining the Vision Transformer using self-supervised methods for vision-based deep reinforcement learningManuel GoulãoSupervised by Arlindo L. OliveiraFinished MScTransaction-Based Entity Monitoring in a Client Due Diligence ContextOleksandr StopchakSupervised by Arlindo L. Oliveira, Jacopo BonoFinished MScTowards Improving Ischemic Stroke Functional Outcome Prediction with Computed Tomography Brain Scans Using Deep LearningGonçalo OliveiraSupervised by Arlindo L. Oliveira, Catarina FonsecaFinished MScEfficient Algorithms for Medical Image SegmentationJosé MartinhoSupervised by Arlindo L. OliveiraFinished MScDeep learning when data is scarceAna Pimenta AlvesSupervised by Arlindo Manuel Limede de OliveiraFinished MScOperation log monitoring using machine learningJosé VelezSupervised by Arlindo L. Oliveira, Fernando SilvaFinished MScStenosis detection in coronary X-ray angiographiesTomás NunesSupervised by Arlindo L. Oliveira, Miguel MenezesFinished MScUsing graph embeddings to explore deep neural network architecturesJosé CarreiraSupervised by Arlindo L. OliveiraFinished MScUsing sequences of coronary angiograms to quantify the severity of stenosisMariana SerrãoSupervised by Arlindo L. OliveiraFinished MScUsing Large Language Models do solve the Abstraction and Reasoning ChallengeGuilherme CostaSupervised by Arlindo L. OliveiraFinished MScRepresentation learning of animal behaviorGonçalo Goulart OliveiraSupervised by Arlindo L. Oliveira, Adrien JouaryFinished MScUsing biological features to improve deep neural network models for visionLucas AlergySupervised by Arlindo L. Oliveira, Tiago MarquesFinished MScModelos de causalidade para determinação do impacto de acções comerciaisMiguel VicenteSupervised by Arlindo L. Oliveira, Filipa MarquesFinished MScUsing large language models to interact with personal information systemsJoão AmorosoSupervised by Arlindo L. OliveiraFinished MScBiologically inspired CNNs for Medical Imaging tasksDaniela CarvalhoSupervised by Arlindo L. Oliveira, Tiago MarquesFinished MScStroke Segmentation from Computed Tomography scansJoão TeixeiraSupervised by Arlindo L. OliveiraFinished MScTransfer single-cell foundation models to predict drug resistance in cancerGonçalo GonçalvesSupervised by Arlindo L. Oliveira, Emanuel GonçalvesFinished MScHybrid Prompt Optimization for Sparse Autoencoder Feature Visualization in Large Language ModelsJoão Marques CardosoSupervised by Arlindo L. Oliveira, Bruno MartinsFinished MScSiamese Transformer Networks for Improving Address MatchingAndré DuarteSupervised by Arlindo L. OliveiraFinished MSc← All people
Learning Concepts by Synthesizing Minimal Threshold Gate NetworksArlindo L. Oliveira, Alberto Sangiovanni‐VincentelliElsevier eBooks book
Text Segmentation by TextTiling with Modern Neural Retrieval ModelsSupervised by Bruno Martins, Arlindo L. OliveiraOpen for application MSc
Sign Language Recognition with Large Vision-and-Language ModelsSupervised by Bruno Martins, Arlindo L. OliveiraOpen for application MSc
Improving Medical Image Segmentation through Human Feedback and Reward ModelingSupervised by Arlindo L. OliveiraOpen for application MSc
AI-Driven Pulmonary Function Analysis for Respiratory ScreeningSupervised by Arlindo L. OliveiraOpen for application MSc
Optimization Model for Biomass Plant ControlSupervised by Arlindo L. OliveiraOpen for application MSc
Adaptive Early Vision Networks: Learning Biologically Constrained Front-Ends for Robust Visual RecognitionSupervised by Arlindo L. Oliveira, Tiago MarquesOpen for application MSc
Multi-Modal Autoencoder Framework for Predicting Plasma Proteome from Genomic Data Using AlphaGenomeSupervised by Arlindo L. Oliveira, Inês DuarteOpen for application MSc
Enhancing Fine-Grained Perceptual Understanding of Scientific Graphs in Vision Language ModelsSupervised by Arlindo L. Oliveira, Hélder DiasOpen for application MSc
Generation of New Scientific Knowledge using LLMsSupervised by Arlindo L. Oliveira, Vitória CruzOpen for application MSc
Improving Retrieval Augmented Generation using LLMsSupervised by Arlindo L. OliveiraOpen for application MSc
Deep neural network architectures for dual process computationJoão Meneses SantosSupervised by Arlindo L. Oliveira, Bruno MartinsOngoing MSc
Assessing Large Language Models for information verification in PortugueseLuís CâmaraSupervised by Arlindo L. Oliveira, Nuno CardosoOngoing MSc
Handling Portuguese Varieties with Pre-Trained Language ModelsRodrigo LaiaSupervised by Bruno Martins, Arlindo L. OliveiraOngoing MSc
Reasoning in Large Language Models and the Dual-Process Theory of CognitionAdrian GraurSupervised by Arlindo L. OliveiraOngoing MSc
An Intelligent Software Agent for Personalized TutoringNatan GloehSupervised by Arlindo L. OliveiraOngoing MSc
Developing a Sense of Humour in Large Language ModelsDuarte SousaSupervised by Arlindo L. OliveiraOngoing MSc
Unmixing mass spectra using machine learning for species identificationVasco PaisanaSupervised by Arlindo L. OliveiraOngoing MSc
Predicting Frequency and Claims of Health Insurance with Machine Learning techniquesPedro Octávio Couto GonçalvesSupervised by Arlindo L. Oliveira, Luís Miguel Veiga Vaz Caldas de Oliveira.Finished MSc
WeatherIST - iOS application for detailed weather prevision in Continental PortugalTiago João Alves DuarteSupervised by Arlindo L. OliveiraFinished MSc
Imputation Techniques for Clinical Data of Ischemic Stroke PatientsFilipa de Matos MarquesSupervised by Arlindo L. Oliveira, Alexandre Paulo Lourenço Francisco.Finished MSc
Applying Deep Learning to Medical ImagesRicardo Jorge da Silva DinizSupervised by Arlindo L. Oliveira, Mário Alexandre Teles de Figueiredo.Finished MSc
Automated Assessment of Coronary Artery Stenosis in X-ray Angiography using Deep Neural NetworksDinis Lourenço Tavares RodriguesSupervised by Arlindo L. Oliveira, Mário Alexandre Teles de Figueiredo.Finished MSc
Deep Convolutional Encoder-Decoder Architectures for Clinically Relevant Coronary Artery SegmentationJoão Lourenço Coelho da SilvaSupervised by Arlindo L. Oliveira, Mário Alexandre Teles de Figueiredo.Finished MSc
Pathological Analysis of Tissues using Deep Neural NetworksXavier Abreu DiasSupervised by Arlindo L. Oliveira, João Cassis.Finished MSc
Modelling and Inference of Gene Regulatory NetworksJosé Miguel Ranhada Vellez CaldasSupervised by Arlindo L. OliveiraFinished MSc
Biological Data Processing Using Grid TechnologiesSérgio Mendes CostaSupervised by Arlindo L. OliveiraFinished MSc
Automatic Annotation of Unstructured Fields in Medical DatabasesMargarida Andreia Rosa CorreiaSupervised by Arlindo L. Oliveira, Maria Luísa Torres Ribeiro Marques da Silva Coheur.Finished MSc
MyWatson: A system for interactive acess of personal recordsPedro Miguel dos Santos DuarteSupervised by Arlindo L. OliveiraFinished MSc
Application of Deep Learning Techniques to the Diagnosis of Medical ImagesPedro Miguel Carreto VazSupervised by Arlindo L. OliveiraFinished MSc
Combining off and on-policy training in Deep ReinforcementAlexandre João Gomes BorgesSupervised by Arlindo L. OliveiraFinished MSc
Evaluating generalization in Deep Reinforcement Learning with Procedural Generated EnvironmentsMiguel Borges FreireSupervised by Arlindo L. OliveiraFinished MSc
Using Knowledge Graphs to model Digital FootprintsAndré Carlos Ruano Andrade CavalheiroSupervised by Arlindo L. OliveiraFinished MSc
Improving the Performance of Deep Neural Networks in Vision Tasks with Attention Mechanisms.Rafael Gamanho PedroSupervised by Arlindo L. OliveiraFinished MSc
A Modular Architecture for Model-Based Deep Reinforcement LearningTiago João Gaspar Ribeiro de OliveiraSupervised by Arlindo L. OliveiraFinished MSc
Using a Siamese Network to Accurately Detect Ischemic Stroke in Computed Tomography ScansBeatriz VieiraSupervised by Arlindo L. Oliveira, Catarina FonsecaFinished MSc
Old photo and image restoration using deep learning techniquesJosé PereiraSupervised by Arlindo L. OliveiraFinished MSc
Neural Models for Generating Clinically Accurate Chest X-Ray ReportsAndré LeiteSupervised by Arlindo L. Oliveira, Bruno MartinsFinished MSc
Pretraining the Vision Transformer using self-supervised methods for vision-based deep reinforcement learningManuel GoulãoSupervised by Arlindo L. OliveiraFinished MSc
Transaction-Based Entity Monitoring in a Client Due Diligence ContextOleksandr StopchakSupervised by Arlindo L. Oliveira, Jacopo BonoFinished MSc
Towards Improving Ischemic Stroke Functional Outcome Prediction with Computed Tomography Brain Scans Using Deep LearningGonçalo OliveiraSupervised by Arlindo L. Oliveira, Catarina FonsecaFinished MSc
Efficient Algorithms for Medical Image SegmentationJosé MartinhoSupervised by Arlindo L. OliveiraFinished MSc
Deep learning when data is scarceAna Pimenta AlvesSupervised by Arlindo Manuel Limede de OliveiraFinished MSc
Operation log monitoring using machine learningJosé VelezSupervised by Arlindo L. Oliveira, Fernando SilvaFinished MSc
Stenosis detection in coronary X-ray angiographiesTomás NunesSupervised by Arlindo L. Oliveira, Miguel MenezesFinished MSc
Using graph embeddings to explore deep neural network architecturesJosé CarreiraSupervised by Arlindo L. OliveiraFinished MSc
Using sequences of coronary angiograms to quantify the severity of stenosisMariana SerrãoSupervised by Arlindo L. OliveiraFinished MSc
Using Large Language Models do solve the Abstraction and Reasoning ChallengeGuilherme CostaSupervised by Arlindo L. OliveiraFinished MSc
Representation learning of animal behaviorGonçalo Goulart OliveiraSupervised by Arlindo L. Oliveira, Adrien JouaryFinished MSc
Using biological features to improve deep neural network models for visionLucas AlergySupervised by Arlindo L. Oliveira, Tiago MarquesFinished MSc
Modelos de causalidade para determinação do impacto de acções comerciaisMiguel VicenteSupervised by Arlindo L. Oliveira, Filipa MarquesFinished MSc
Using large language models to interact with personal information systemsJoão AmorosoSupervised by Arlindo L. OliveiraFinished MSc
Biologically inspired CNNs for Medical Imaging tasksDaniela CarvalhoSupervised by Arlindo L. Oliveira, Tiago MarquesFinished MSc
Stroke Segmentation from Computed Tomography scansJoão TeixeiraSupervised by Arlindo L. OliveiraFinished MSc
Transfer single-cell foundation models to predict drug resistance in cancerGonçalo GonçalvesSupervised by Arlindo L. Oliveira, Emanuel GonçalvesFinished MSc
Hybrid Prompt Optimization for Sparse Autoencoder Feature Visualization in Large Language ModelsJoão Marques CardosoSupervised by Arlindo L. Oliveira, Bruno MartinsFinished MSc
Siamese Transformer Networks for Improving Address MatchingAndré DuarteSupervised by Arlindo L. OliveiraFinished MSc
